• DocumentCode
    2888634
  • Title

    Non-Linear Analysis and Time Series Prediction of an Electrical Analogue of the Mechanical Double Pendulum

  • Author

    Hanias, M.P. ; Karras, D.A. ; Mobarak, M.

  • Author_Institution
    Autom. Dept Psachna, Chalkis Inst. of Technol., Evoia, Greece
  • fYear
    2009
  • fDate
    18-20 June 2009
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    In this paper the analogy between a mechanical double pendulum and an oscillating electrical system is presented. Instead of using analytic equations, we used the MultiSim circuit simulation environment in order to reproduce and interpret the response of the electrical oscillator. The electrical double pendulum presents a chaotic regime which is studied quantitatively by means of state space reconstruction. For this purpose the optimal delay time is calculated and the minimum embedding dimension is found with the method of False Nearest Neighbors. Using the reconstructed attractor and averaging over all neighbors´ projections £-steps into the future, multistep ahead prediction achieved.
  • Keywords
    pendulums; prediction theory; time series; MultiSim circuit simulation; electrical analogue; electrical double pendulum; electrical oscillator; false nearest neighbors; mechanical double pendulum; multistep ahead prediction; nonlinear analysis; optimal delay time; oscillating electrical system; reconstructed attractor; state space reconstruction; time series prediction; Capacitors; Chaos; Circuit simulation; Coils; Coupling circuits; Gravity; Inductance; Inductors; Time series analysis; Voltage;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Signals and Image Processing, 2009. IWSSIP 2009. 16th International Conference on
  • Conference_Location
    Chalkida
  • Print_ISBN
    978-1-4244-4530-1
  • Electronic_ISBN
    978-1-4244-4530-1
  • Type

    conf

  • DOI
    10.1109/IWSSIP.2009.5367787
  • Filename
    5367787